Clinical applications of artificial neural networks:
Gespeichert in:
| Format: | Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Cambridge [u.a.]
Cambridge Univ. Press
2001
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | IX, 368 S. Ill., graph. Darst. |
| ISBN: | 0521662710 |
Internformat
MARC
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| 245 | 1 | 0 | |a Clinical applications of artificial neural networks |c ed. by Richard Dybowski ... |
| 264 | 1 | |a Cambridge [u.a.] |b Cambridge Univ. Press |c 2001 | |
| 300 | |a IX, 368 S. |b Ill., graph. Darst. | ||
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| 650 | 7 | |a Geneeskunde |2 gtt | |
| 650 | 4 | |a Médecine - Recherche - Informatique | |
| 650 | 4 | |a Médecine clinique - Prise de décision$xInformatique | |
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| 650 | 4 | |a Clinical medicine |x Decision making |x Data processing | |
| 650 | 4 | |a Medicine |x Research |x Data processing | |
| 650 | 4 | |a Neural Networks (Computer) | |
| 650 | 4 | |a Neural networks (Computer science) | |
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| 999 | |a oai:aleph.bib-bvb.de:BVB01-009549491 | ||
Datensatz im Suchindex
| _version_ | 1804128802305998848 |
|---|---|
| adam_text | Contents
List of contributors vii
1 Introduction 1
Richard Dybowski and Vanya Gant
Part I Applications 29
2 Artificial neural networks in laboratory medicine 31
Simon S. Cross
3 Using artificial neural networks to screen cervical smears: how new
technology enhances health care 81
Mathilde E. Boon and Lambrecht P. Kok
4 Neural network analysis of sleep disorders 90
Lionel Tarassenko, Mayela Zamora and James Pardey
5 Artificial neural networks for neonatal intensive care 102
Emma A. Braithwaite, Jimmy Dripps, Andrew J. Lyon and Alan Murray
6 Artificial neural networks in urology: applications, feature extraction and
user implementations 120
Craig S. Niederberger and Richard M. Golden
7 Artificial neural networks as a tool for whole organism fingerprinting in
bacterial taxonomy 143
Royston Goodacre
Part II Prospects 173
8 Recent advances in EEG signal analysis and classification 175
Charles W. Anderson and David A. Peterson
v
vi Contents
9 Adaptive resonance theory: a foundation for apprentice systems in
clinical decision support? 192
Robert F. Harrison, Simon S. Cross, R. Lee Kennedy, Chee Peng Lim
and Joseph Downs
10 Evolving artificial neural networks 223
V. William Porto and David B. Fogel
Part III Theory 235
11 Neural networks as statistical methods in survival analysis 237
Brian D. Ripley and Ruth M. Ripley
12 A review of techniques for extracting rules from trained artificial neural
networks 256
Robert Andrews, Alan B. Tickle and Joachim Diederich
13 Confidence intervals and prediction intervals for feedforward neural
networks 298
Richard Dybowski and Stephen J. Roberts
Part IV Ethics and clinical prospects 327
14 Artificial neural networks: practical considerations for clinical application 329
Vanya Gant, Susan Rodway and Jeremy Wyatt
Index 357
|
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| id | DE-604.BV013954598 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T18:55:02Z |
| institution | BVB |
| isbn | 0521662710 |
| language | English |
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| physical | IX, 368 S. Ill., graph. Darst. |
| publishDate | 2001 |
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| publisher | Cambridge Univ. Press |
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| spelling | Clinical applications of artificial neural networks ed. by Richard Dybowski ... Cambridge [u.a.] Cambridge Univ. Press 2001 IX, 368 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Geneeskunde gtt Médecine - Recherche - Informatique Médecine clinique - Prise de décision$xInformatique Neurale netwerken gtt Réseaux neuronaux (Informatique) Datenverarbeitung Medizin Automatic Data Processing Clinical medicine Decision making Data processing Medicine Research Data processing Neural Networks (Computer) Neural networks (Computer science) Dybowski, Richard Sonstige oth HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009549491&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Clinical applications of artificial neural networks Geneeskunde gtt Médecine - Recherche - Informatique Médecine clinique - Prise de décision$xInformatique Neurale netwerken gtt Réseaux neuronaux (Informatique) Datenverarbeitung Medizin Automatic Data Processing Clinical medicine Decision making Data processing Medicine Research Data processing Neural Networks (Computer) Neural networks (Computer science) |
| title | Clinical applications of artificial neural networks |
| title_auth | Clinical applications of artificial neural networks |
| title_exact_search | Clinical applications of artificial neural networks |
| title_full | Clinical applications of artificial neural networks ed. by Richard Dybowski ... |
| title_fullStr | Clinical applications of artificial neural networks ed. by Richard Dybowski ... |
| title_full_unstemmed | Clinical applications of artificial neural networks ed. by Richard Dybowski ... |
| title_short | Clinical applications of artificial neural networks |
| title_sort | clinical applications of artificial neural networks |
| topic | Geneeskunde gtt Médecine - Recherche - Informatique Médecine clinique - Prise de décision$xInformatique Neurale netwerken gtt Réseaux neuronaux (Informatique) Datenverarbeitung Medizin Automatic Data Processing Clinical medicine Decision making Data processing Medicine Research Data processing Neural Networks (Computer) Neural networks (Computer science) |
| topic_facet | Geneeskunde Médecine - Recherche - Informatique Médecine clinique - Prise de décision$xInformatique Neurale netwerken Réseaux neuronaux (Informatique) Datenverarbeitung Medizin Automatic Data Processing Clinical medicine Decision making Data processing Medicine Research Data processing Neural Networks (Computer) Neural networks (Computer science) |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009549491&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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